served from 41.72.104.142
ZMD ENACTS rainfall ALL monthly WASP queriesENACTS daWASP12: District-Average ENACTS 12-Month WASP data
ENACTS rainfall ALL monthly WASP queriesENACTS daWASP12 District-Average ENACTS 12-Month WASP from ZMD: Zambia Meteorological Department.Independent Variables (Grids)
- district
- grid: /district (ids) unordered [ (Chadiza) (Chama) (Chililbombwe) (Chilubi) (Chingola) (Chinsali) (Chipata) (Choma) (Gwembe) (Isoka) (Kabompo) (Kabwe Rural) (Kabwe Urban) (Kalabo) (Kalomo) (Kalulishi) (Kaoma) (Kaputa) (Kasama) (Kasempa) (Katete) (Kawambwa) (Kitwe) (Lake Mweru) (Livingstone) (Luangwa) (Luanshya) (Lukulu) (Lundazi) (Lusaka Rural) (Lusaka Urban) (Luwingu) (Mansa) (Mazabuka) (Mbala) (Mkushi) (Mongu) (Monze) (Mpika) (Mporokoso) (Mufulira) (Mufumbwe) (Mumbwa) (Mwense) (Mwinilunga) (Namwala) (Nchelenge) (Ndola Rural) (Ndola Urban) (Petauke) (Samfiya) (Senanga) (Serenje) (Sesheke) (Siavonga) (Sinazongwe) (Solwezi) (Zambezi)] :grid
- Time
- grid: /T (days since 1960-01-01) ordered [ (0000 1 Jul 1981) (0000 1 Aug 1981) (0000 1 Sep 1981) ... (0000 1 Apr 2024)] N= 514 pts :grid
Other Info
- CE
- 3.5
- colorscalename
- std_wasp_colors
- CS
- -3.5
- datatype
- realarraytype
- file_missing_value
- -99.0
- maxncolor
- 254
- missing_value
- NaN
- scale_max
- 2.5
- scale_min
- -2.5
- units
- unitless
- history
- [ ( { [ ZMD ENACTS rainfall ALL monthly rfe_merged ] - [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] } / masklt { root mean sq [ ( ZMD ENACTS rainfall ALL monthly rfe_merged ) - ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) ] , 0.01 } ) * ( { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } / masklt { [ mean ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) * 12. ] , 0.001 } ) ] / masklt [ root mean sq anom ( { [ ( ZMD ENACTS rainfall ALL monthly rfe_merged ) - ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) ] / masklt [ root mean sq ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) , 0.01 ] } * { [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] / masklt [ ( mean { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } * 12. ) , 0.001 ] } ) , 0.01 ]
- [ ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) / masklt ( root mean sq { [ ZMD ENACTS rainfall ALL monthly rfe_merged ] - [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] } , 0.01 ) ] * [ ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) / masklt ( { mean [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] * 12. } , 0.001 ) ]
- [ ( ZMD ENACTS rainfall ALL monthly rfe_merged ) - ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) ] / masklt [ root mean sq ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) , 0.01 ]
- [ ZMD ENACTS rainfall ALL monthly rfe_merged ] - [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ]
- ZMD ENACTS rainfall ALL monthly rfe_merged
Boxes with less than 0.0% dropped
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Boxes with less than 0.0% dropped
Averaged over T2[1981, 2023] minimum 0.0% data present
- Boxes with less than 0.0% dropped
- ZMD ENACTS rainfall ALL monthly rfe_merged
- masklt [ root mean sq ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) , 0.01 ]
- ZMD ENACTS rainfall ALL monthly rfe_merged
Boxes with less than 0.0% dropped
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Boxes with less than 0.0% dropped
Averaged over T2[1981, 2023] minimum 0.0% data present
- Boxes with less than 0.0% dropped
- Averaged over T2[1981, 2023] minimum 0.0% data present
- ZMD ENACTS rainfall ALL monthly rfe_merged
- [ ZMD ENACTS rainfall ALL monthly rfe_merged ] - [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ]
- [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] / masklt [ ( mean { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } * 12. ) , 0.001 ]
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Boxes with less than 0.0% dropped
Averaged over T2[1981, 2023] minimum 0.0% data present
- Boxes with less than 0.0% dropped
- masklt [ ( mean { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } * 12. ) , 0.001 ]
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Boxes with less than 0.0% dropped
Averaged over T2[1981, 2023] minimum 0.0% data present
mean [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] * 12.- Averaged over T[Jan, Dec] minimum 0.0% data present
- Boxes with less than 0.0% dropped
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
Boxes with less than 0.0% dropped- [ ( ZMD ENACTS rainfall ALL monthly rfe_merged ) - ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) ] / masklt [ root mean sq ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) , 0.01 ]
- masklt [ root mean sq anom ( { [ ( ZMD ENACTS rainfall ALL monthly rfe_merged ) - ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) ] / masklt [ root mean sq ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) , 0.01 ] } * { [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] / masklt [ ( mean { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } * 12. ) , 0.001 ] } ) , 0.01 ]
- [ ( ZMD ENACTS rainfall ALL monthly rfe_merged ) - ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) ] / masklt [ root mean sq ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) , 0.01 ]
- [ ZMD ENACTS rainfall ALL monthly rfe_merged ] - [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ]
- ZMD ENACTS rainfall ALL monthly rfe_merged
Boxes with less than 0.0% dropped
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Boxes with less than 0.0% dropped
Averaged over T2[1981, 2023] minimum 0.0% data present
- Boxes with less than 0.0% dropped
- ZMD ENACTS rainfall ALL monthly rfe_merged
- masklt [ root mean sq ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) , 0.01 ]
- ZMD ENACTS rainfall ALL monthly rfe_merged
Boxes with less than 0.0% dropped
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Boxes with less than 0.0% dropped
Averaged over T2[1981, 2023] minimum 0.0% data present
- Boxes with less than 0.0% dropped
- Averaged over T2[1981, 2023] minimum 0.0% data present
- ZMD ENACTS rainfall ALL monthly rfe_merged
- [ ZMD ENACTS rainfall ALL monthly rfe_merged ] - [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ]
- [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] / masklt [ ( mean { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } * 12. ) , 0.001 ]
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Boxes with less than 0.0% dropped
Averaged over T2[1981, 2023] minimum 0.0% data present
- Boxes with less than 0.0% dropped
- masklt [ ( mean { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } * 12. ) , 0.001 ]
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Boxes with less than 0.0% dropped
Averaged over T2[1981, 2023] minimum 0.0% data present
mean [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] * 12.- Averaged over T[Jan, Dec] minimum 0.0% data present
- Boxes with less than 0.0% dropped
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Averaged in T with overlapping interval 12
Boxes with less than 0.0% dropped
root mean sq anom [ ( { [ ZMD ENACTS rainfall ALL monthly rfe_merged ] - [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] } / masklt { root mean sq [ ( ZMD ENACTS rainfall ALL monthly rfe_merged ) - ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) ] , 0.01 } ) * ( { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } / masklt { [ mean ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) * 12. ] , 0.001 } ) ]- Averaged over T2[16 Jun 1981 - 15 Jun 1982, 16 Jun 2022 - 15 Jun 2023] minimum 0.0% data present
- [ ( ZMD ENACTS rainfall ALL monthly rfe_merged ) - ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) ] / masklt [ root mean sq ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) , 0.01 ]
- [ ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) / masklt ( root mean sq { [ ZMD ENACTS rainfall ALL monthly rfe_merged ] - [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] } , 0.01 ) ] * [ ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) / masklt ( { mean [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] * 12. } , 0.001 ) ]
- [ masklt / masklt ] [ mean ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) , 0.25 ]
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Boxes with less than 0.0% dropped
Averaged over T2[1981, 2023] minimum 0.0% data present
mean [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ]- Averaged over T[Jan, Dec] minimum 0.0% data present
- Boxes with less than 0.0% dropped
- ZMD ENACTS rainfall ALL monthly rfe_merged climatology
- Boxes with less than 0.0% dropped
- [ ( { [ ZMD ENACTS rainfall ALL monthly rfe_merged ] - [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] } / masklt { root mean sq [ ( ZMD ENACTS rainfall ALL monthly rfe_merged ) - ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) ] , 0.01 } ) * ( { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } / masklt { [ mean ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) * 12. ] , 0.001 } ) ] / masklt [ root mean sq anom ( { [ ( ZMD ENACTS rainfall ALL monthly rfe_merged ) - ( ZMD ENACTS rainfall ALL monthly rfe_merged climatology ) ] / masklt [ root mean sq ( { ZMD ENACTS rainfall ALL monthly rfe_merged } - { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } ) , 0.01 ] } * { [ ZMD ENACTS rainfall ALL monthly rfe_merged climatology ] / masklt [ ( mean { ZMD ENACTS rainfall ALL monthly rfe_merged climatology } * 12. ) , 0.001 ] } ) , 0.01 ]
- colorscale
Last updated: Thu, 12 Dec 2024 15:16:42 GMT
Expires: Sat, 21 Dec 2024 00:00:00 GMT
Data Views
Views
data as colors
data as contours| district | T | |
 ZMD ENACTS rainfall ALL monthly WASP queriesENACTS[daWASP12
dabaseline
provincequery
countryquery
districtquery
paWASP12
cabaseline
pabaseline
pabaseline_full
cabaseline_full
caWASP12
dabaseline_full
] | ||
 ZMD ENACTS rainfall ALL monthly WASP queriesENACTS daWASP12[ | district T] | M | M |
|---|
Filters
Here are some filters that are useful for manipulating data. There are actually many more available, but they have to be entered manually. See Ingrid Function Documentation for more information.- Monthly Climatology calculates a monthly climatology by averaging over all years.
- anomalies calculates the difference between the (above) monthly climatology and the original data.
- Integrate along district T
- Differentiate along district T
- Take differences along district T
RMS (root mean square with mean *not* removed) over district T | district T |
RMSA (root mean square with mean removed) over district T | district T |
Maximum over district T | district T |
Minimum over district T | district T |
Detrend (best-fit-line) over district T | district T |
Note on units